Grass Growth Stage Monitoring Dataset

#object detection #image classification #agricultural monitoring #crop management #growth analysis
  • 5000 records
  • 1.5G
  • JPG/PNG/JSON
  • CC-BY-NC-SA 4.0
  • MOBIUSI INCMOBIUSI INC
Updated:2026-03-13

AI Analysis & Value Prop

The agricultural sector currently faces challenges in monitoring plant growth, particularly in growth stage recognition and management. Existing solutions often rely on manual observation, which is inefficient and prone to errors. This dataset aims to assist researchers and practitioners in more accurately automating plant growth stage monitoring by providing high-quality image data. Data collection is performed using high-resolution cameras on crops at different growth stages, ensuring images are clear and representative. Each image undergoes multiple rounds of annotation and consistency checks, reviewed by experts to ensure data accuracy and reliability. Data is stored in JPEG format and organized by growth stage and shooting time for ease of use. The core advantage of this dataset is its high data quality, with annotation accuracy exceeding 95%, and through innovative multi-round annotation methods, consistency and completeness are improved. Simultaneously, the dataset provides crucial support for intelligent decision-making in agricultural production, effectively enhancing crop management efficiency, and is expected to reduce crop monitoring time by 30%.

Dataset Insights

Sample Examples

5b9ffdee**.jpg|4464*2976|2.59 MB

b048fd3e**.jpg|4000*2667|1.31 MB

141beff7**.jpg|5184*3456|3.85 MB

5e3f31ae**.jpg|7360*4912|6.79 MB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
growth_stagestringThe growth stage of grass, e.g., germination, growing stage.
grass_speciesstringThe species of grass in the image, which may include different types of grass.
health_statusstringThe health status of the grass, such as healthy, diseased, or water deficient.
environment_conditionstringThe environmental condition where the grass is growing, e.g., full sun, shaded, humid.
leaf_densitystringThe leaf density of the grass, indicating the number of leaves and growth state.

Compliance Statement

Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What is the Grass Growth Stage Monitoring Dataset?
The Grass Growth Stage Monitoring Dataset is a high-quality image dataset used for monitoring and analyzing grass growth stages, applied in the agricultural field.
What is the main purpose of the Grass Growth Stage Monitoring Dataset?
The main purpose is to detect and analyze the growth stages of grass, aiding in improved agricultural management and decision-making.
Which fields is the Grass Growth Stage Monitoring Dataset applicable to?
This dataset is applicable to the agricultural field, particularly in grassland management and grass growth analysis.
How can the Grass Growth Stage Monitoring Dataset be used for object detection?
This dataset can be used to train an object detection model to identify and analyze the growth stages of grass in images.
How is the Grass Growth Stage Monitoring Dataset related to agricultural technology?
The dataset supports agricultural technology development by providing visual data on grass growth stages, enhancing the efficiency of precision agriculture.

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Cite this Work

@dataset{Mobiusi2025,
  title={Grass Growth Stage Monitoring Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/df2cab9b9851d7f68dd9653b955b8f33?cate=2},
  urldate={2025-09-15},
  keywords={grass growth monitoring, object detection dataset, agricultural dataset, plant growth stages},
  version={1.0}
}

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